Statistical Decision Theory In Adaptive Control Systems

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Statistical Decision Theory in Adaptive Control Systems by Yoshikazu Sawaragi, Yoshfumi Sunahara and Takayoshi Nakamizo

Author : Yoshikazu Sawaragi
Publisher : Elsevier
ISBN 13 : 0080955460
Total Pages : 231 pages
Book Rating : 4.0/5 (89 download)

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Book Synopsis Statistical Decision Theory in Adaptive Control Systems by Yoshikazu Sawaragi, Yoshfumi Sunahara and Takayoshi Nakamizo by : Yoshikazu Sawaragi

Download or read book Statistical Decision Theory in Adaptive Control Systems by Yoshikazu Sawaragi, Yoshfumi Sunahara and Takayoshi Nakamizo written by Yoshikazu Sawaragi and published by Elsevier. This book was released on 1967-01-01 with total page 231 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book, we study theoretical and practical aspects of computing methods for mathematical modelling of nonlinear systems. A number of computing techniques are considered, such as methods of operator approximation with any given accuracy; operator interpolation techniques including a non-Lagrange interpolation; methods of system representation subject to constraints associated with concepts of causality, memory and stationarity; methods of system representation with an accuracy that is the best within a given class of models; methods of covariance matrix estimation;methods for low-rank matrix approximations; hybrid methods based on a combination of iterative procedures and best operator approximation; andmethods for information compression and filtering under condition that a filter model should satisfy restrictions associated with causality and different types of memory.As a result, the book represents a blend of new methods in general computational analysis,and specific, but also generic, techniques for study of systems theory ant its particularbranches, such as optimal filtering and information compression.- Best operator approximation,- Non-Lagrange interpolation,- Generic Karhunen-Loeve transform- Generalised low-rank matrix approximation- Optimal data compression- Optimal nonlinear filtering

Statistical Decision Theory in Adaptive Control Systems

Author : Yoshikazu Sawaragi
Publisher : Elsevier
ISBN 13 : 148326677X
Total Pages : 231 pages
Book Rating : 4.4/5 (832 download)

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Book Synopsis Statistical Decision Theory in Adaptive Control Systems by : Yoshikazu Sawaragi

Download or read book Statistical Decision Theory in Adaptive Control Systems written by Yoshikazu Sawaragi and published by Elsevier. This book was released on 2016-06-03 with total page 231 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mathematics in Science and Engineering, Volume 39: Statistical Decision Theory in Adaptive Control Systems focuses on the combination of control theory with statistical decision theory. This volume is divided into nine chapters. Chapter 1 reviews the history of control theory and introduces statistical decision theory. The mathematical description of random processes is covered in Chapter 2. In Chapter 3, the basic concept of statistical decision theory is treated, while in Chapter 4, the method of solving statistical decision problems is described. The application of statistical decision concepts to control problems is explained in Chapter 5. Chapter 6 elaborates a method of designing an adaptive control system. An application of the sequential decision procedure to the design of decision adaptive control systems is illustrated in Chapter 7. Chapter 8 is devoted to the description of a method of the adaptive adjustment of parameters contained in nonlinear control systems, followed by a discussion of the future problems in applications of statistical decision theory to control processes in the last chapter. This book is recommended for students and researchers concerned with statistical decision theory in adaptive control systems.

Adaptive Control Systems

Author : Chalam
Publisher : Routledge
ISBN 13 : 1351468987
Total Pages : 544 pages
Book Rating : 4.3/5 (514 download)

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Book Synopsis Adaptive Control Systems by : Chalam

Download or read book Adaptive Control Systems written by Chalam and published by Routledge. This book was released on 2017-10-19 with total page 544 pages. Available in PDF, EPUB and Kindle. Book excerpt: impossible to access. It has been widely scattered in papers, reports, and proceedings ofsymposia, with different authors employing different symbols and terms. But now thereis a book that covers all aspects of this dynamic topic in a systematic manner.Featuring consistent terminology and compatible notation, and emphasizing unifiedstrategies, Adaptive Control Systems provides a comprehensive, integrated accountof basic concepts, analytical tools, algorithms, and a wide variety of application trendsand techniques.Adaptive Control Systems deals not only with the two principal approachesmodelreference adaptive control and self-tuning regulators-but also considers otheradaptive strategies involving variable structure systems, reduced order schemes, predictivecontrol, fuzzy logic, and more. In addition, it highlights a large number of practical applicationsin a range of fields from electrical to biomedical and aerospace engineering ...and includes coverage of industrial robots.The book identifies current trends in the development of adaptive control systems ...delineates areas for further research . : . and provides an invaluable bibliography of over1,200 references to the literature.The first authoritative reference in this important area of work, Adaptive ControlSystems is an essential information source for electrical and electronics, R&D,chemical, mechanical, aerospace, biomedical, metallurgical, marine, transportation, andpower plant engineers. It is also useful as a text in professional society seminars and inhousetraining programs for personnel involved with the control of complex systems, andfor graduate students engaged in the study of adaptive control systems.

Advances in Information Systems Science

Author : Julius T. Tou
Publisher : Springer Science & Business Media
ISBN 13 : 1461590507
Total Pages : 314 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Advances in Information Systems Science by : Julius T. Tou

Download or read book Advances in Information Systems Science written by Julius T. Tou and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: Engineering has long been thought of by the public as a profession tra ditionally categorized into such branches as electrical, mechanical, chemical, industrial, civil, etc. This classification has served its purpose for the past half century; but the last decade has witnessed a tremendous change. A continuous transition from the practical to the theoretical has made technology overlap with science, and the enlargement of scope and broad ened diversification have smeared the boundaries between traditional engi neering and scientific fields. Engineering is rapidly becoming a diversified, multidisciplinary field of scientific endeavor. This has prompted us to regard modern engineering as a science, which has as its ingredients materials, energy, and information. In our complex and technologically-oriented society organizations are flooded with an enormous amount of management information. We are now faced with problems concerning the efficient use of communicated knowledge. The steady growth in the magnitude and complexity of informa tion systems necessitates the development of new theories and techniques for solving these information problems. We demand instant access to pre viously recorded information for decision making, and we require new meth ods for analysis, recognition, processing, and display. As a consequence, information science has evolved out of necessity. Concerned with the theoretical basis of the organization, control, stor age, retrieval, processing, and communication of information both by natural and artificial systems, information science is multidisciplinary in character. It covers a vast area of subject matter in the physical and biological sciences.

Quasilinearization and invariant imbedding, with applications to chemical engineering and adaptive control

Author : Lee
Publisher : Academic Press
ISBN 13 : 0080955495
Total Pages : 351 pages
Book Rating : 4.0/5 (89 download)

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Book Synopsis Quasilinearization and invariant imbedding, with applications to chemical engineering and adaptive control by : Lee

Download or read book Quasilinearization and invariant imbedding, with applications to chemical engineering and adaptive control written by Lee and published by Academic Press. This book was released on 1968 with total page 351 pages. Available in PDF, EPUB and Kindle. Book excerpt: Quasilinearization and invariant imbedding, with applications to chemical engineering and adaptive control

Theory of Self-Adaptive Control Systems

Author : P. H. Hammond
Publisher : Springer
ISBN 13 : 1489962891
Total Pages : 360 pages
Book Rating : 4.4/5 (899 download)

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Book Synopsis Theory of Self-Adaptive Control Systems by : P. H. Hammond

Download or read book Theory of Self-Adaptive Control Systems written by P. H. Hammond and published by Springer. This book was released on 2013-11-11 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Optimal Statistical Decisions

Author : Morris H. DeGroot
Publisher : John Wiley & Sons
ISBN 13 : 9780471680291
Total Pages : 514 pages
Book Rating : 4.6/5 (82 download)

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Book Synopsis Optimal Statistical Decisions by : Morris H. DeGroot

Download or read book Optimal Statistical Decisions written by Morris H. DeGroot and published by John Wiley & Sons. This book was released on 2004-04-30 with total page 514 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Wiley Classics Library consists of selected books that have become recognized classics in their respective fields. With these new unabridged and inexpensive editions, Wiley hopes to extend the life of these important works by making them available to future generations of mathematicians and scientists.

U.S. Environmental Protection Agency Library System Book Catalog Holdings as of July 1973

Author : United States. Environmental Protection Agency. Library Systems Branch
Publisher :
ISBN 13 :
Total Pages : 748 pages
Book Rating : 4.3/5 (121 download)

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Book Synopsis U.S. Environmental Protection Agency Library System Book Catalog Holdings as of July 1973 by : United States. Environmental Protection Agency. Library Systems Branch

Download or read book U.S. Environmental Protection Agency Library System Book Catalog Holdings as of July 1973 written by United States. Environmental Protection Agency. Library Systems Branch and published by . This book was released on 1974 with total page 748 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Applied Mechanics Reviews

Author :
Publisher :
ISBN 13 :
Total Pages : 542 pages
Book Rating : 4.:/5 (26 download)

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Book Synopsis Applied Mechanics Reviews by :

Download or read book Applied Mechanics Reviews written by and published by . This book was released on 1972 with total page 542 pages. Available in PDF, EPUB and Kindle. Book excerpt:

U.S. Government Research Reports

Author :
Publisher :
ISBN 13 :
Total Pages : 1076 pages
Book Rating : 4.0/5 ( download)

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Book Synopsis U.S. Government Research Reports by :

Download or read book U.S. Government Research Reports written by and published by . This book was released on 1964 with total page 1076 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Control Systems Functions and Programming Approaches: Applications by Dimitris N Chorafas

Author :
Publisher : Academic Press
ISBN 13 : 0080955347
Total Pages : 299 pages
Book Rating : 4.0/5 (89 download)

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Book Synopsis Control Systems Functions and Programming Approaches: Applications by Dimitris N Chorafas by :

Download or read book Control Systems Functions and Programming Approaches: Applications by Dimitris N Chorafas written by and published by Academic Press. This book was released on 1966-01-01 with total page 299 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book, we study theoretical and practical aspects of computing methods for mathematical modelling of nonlinear systems. A number of computing techniques are considered, such as methods of operator approximation with any given accuracy; operator interpolation techniques including a non-Lagrange interpolation; methods of system representation subject to constraints associated with concepts of causality, memory and stationarity; methods of system representation with an accuracy that is the best within a given class of models; methods of covariance matrix estimation;methods for low-rank matrix approximations; hybrid methods based on a combination of iterative procedures and best operator approximation; andmethods for information compression and filtering under condition that a filter model should satisfy restrictions associated with causality and different types of memory.As a result, the book represents a blend of new methods in general computational analysis,and specific, but also generic, techniques for study of systems theory ant its particularbranches, such as optimal filtering and information compression.- Best operator approximation,- Non-Lagrange interpolation,- Generic Karhunen-Loeve transform- Generalised low-rank matrix approximation- Optimal data compression- Optimal nonlinear filtering

Control Systems Functions and Programming Approaches by Dimitris N Chorafas

Author :
Publisher : Academic Press
ISBN 13 : 0080955339
Total Pages : 423 pages
Book Rating : 4.0/5 (89 download)

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Book Synopsis Control Systems Functions and Programming Approaches by Dimitris N Chorafas by :

Download or read book Control Systems Functions and Programming Approaches by Dimitris N Chorafas written by and published by Academic Press. This book was released on 1966-01-01 with total page 423 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book, we study theoretical and practical aspects of computing methods for mathematical modelling of nonlinear systems. A number of computing techniques are considered, such as methods of operator approximation with any given accuracy; operator interpolation techniques including a non-Lagrange interpolation; methods of system representation subject to constraints associated with concepts of causality, memory and stationarity; methods of system representation with an accuracy that is the best within a given class of models; methods of covariance matrix estimation;methods for low-rank matrix approximations; hybrid methods based on a combination of iterative procedures and best operator approximation; andmethods for information compression and filtering under condition that a filter model should satisfy restrictions associated with causality and different types of memory.As a result, the book represents a blend of new methods in general computational analysis,and specific, but also generic, techniques for study of systems theory ant its particularbranches, such as optimal filtering and information compression.- Best operator approximation,- Non-Lagrange interpolation,- Generic Karhunen-Loeve transform- Generalised low-rank matrix approximation- Optimal data compression- Optimal nonlinear filtering

Trends and Progress in System Identification

Author : Pieter Eykhoff
Publisher : Elsevier
ISBN 13 : 1483148661
Total Pages : 419 pages
Book Rating : 4.4/5 (831 download)

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Book Synopsis Trends and Progress in System Identification by : Pieter Eykhoff

Download or read book Trends and Progress in System Identification written by Pieter Eykhoff and published by Elsevier. This book was released on 2014-05-20 with total page 419 pages. Available in PDF, EPUB and Kindle. Book excerpt: Trends and Progress in System Identification is a three-part book that focuses on model considerations, identification methods, and experimental conditions involved in system identification. Organized into 10 chapters, this book begins with a discussion of model method in system identification, citing four examples differing on the nature of the models involved, the nature of the fields, and their goals. Subsequent chapters describe the most important aspects of model theory; the ""classical"" methods and time series estimation; application of least squares and related techniques for the estimation of dynamic system parameters; the maximum likelihood and error prediction methods; and the modern development of statistical methods. Non-parametric approaches, identification of nonlinear systems by piecewise approximation, and the minimax identification are then explained. Other chapters explore the Bayesian approach to system identification; choice of input signals; and choice and effect of different feedback configurations in system identification. This book will be useful for control engineers, system scientists, biologists, and members of other disciplines dealing withdynamical relations.

Adaptation and Learning in Automatic Systems

Author : Tsypkin
Publisher : Academic Press
ISBN 13 : 0080955827
Total Pages : 317 pages
Book Rating : 4.0/5 (89 download)

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Book Synopsis Adaptation and Learning in Automatic Systems by : Tsypkin

Download or read book Adaptation and Learning in Automatic Systems written by Tsypkin and published by Academic Press. This book was released on 1971-06-26 with total page 317 pages. Available in PDF, EPUB and Kindle. Book excerpt: Adaptation and Learning in Automatic Systems

Bayesian Statistics, A Review

Author : D. V. Lindley
Publisher : SIAM
ISBN 13 : 9780898710021
Total Pages : 100 pages
Book Rating : 4.7/5 (1 download)

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Book Synopsis Bayesian Statistics, A Review by : D. V. Lindley

Download or read book Bayesian Statistics, A Review written by D. V. Lindley and published by SIAM. This book was released on 1972-01-31 with total page 100 pages. Available in PDF, EPUB and Kindle. Book excerpt: A study of those statistical ideas that use a probability distribution over parameter space. The first part describes the axiomatic basis in the concept of coherence and the implications of this for sampling theory statistics. The second part discusses the use of Bayesian ideas in many branches of statistics.

Cybernetics and Systems Theory in Management: Tools, Views, and Advancements

Author : Wallis, Steven E.
Publisher : IGI Global
ISBN 13 : 1615206698
Total Pages : 399 pages
Book Rating : 4.6/5 (152 download)

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Book Synopsis Cybernetics and Systems Theory in Management: Tools, Views, and Advancements by : Wallis, Steven E.

Download or read book Cybernetics and Systems Theory in Management: Tools, Views, and Advancements written by Wallis, Steven E. and published by IGI Global. This book was released on 2009-12-31 with total page 399 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cybernetics and Systems Theory in Management: Tools, Views, and Advancements provides new models and insights into how to develop, test, and apply more effective decision-making and ethical practices in an organizational setting.

Scientific and Technical Aerospace Reports

Author :
Publisher :
ISBN 13 :
Total Pages : 1040 pages
Book Rating : 4.:/5 (31 download)

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Book Synopsis Scientific and Technical Aerospace Reports by :

Download or read book Scientific and Technical Aerospace Reports written by and published by . This book was released on 1973 with total page 1040 pages. Available in PDF, EPUB and Kindle. Book excerpt: Lists citations with abstracts for aerospace related reports obtained from world wide sources and announces documents that have recently been entered into the NASA Scientific and Technical Information Database.